Sequential crowdsourced labeling as an epsilon-greedy exploration in a Markov Decision Process
- Vikas C. Raykar
- Priyanka Agrawal
- 2014
- JMLR
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56 results at JMLR
Convex vs non-convex estimators for regression and sparse estimation: The Mean Squared Error properties of ARD and GLasso
- Aleksandr Aravkin
- James V. Burke
- et al.
- 2014
- JMLR
Open problem: The statistical query complexity of learning sparse halfspaces
- Vitaly Feldman
- 2014
- JMLR
Sparse/robust estimation and kalman smoothing with nonsmooth log-concave densities: Modeling, computation, and theory
- Aleksandr Y. Aravkin
- James V. Burke
- et al.
- 2013
- JMLR
Semi-supervised learning using greedy max-cut
- Jun Wang
- Tony Jebara
- et al.
- 2013
- JMLR
Algorithms and hardness for robust subspace recovery
- Moritz Hardt
- Ankur Moitra
- 2013
- JMLR
Representation, approximation and learning of submodular functions using low-rank decision trees
- Vitaly Feldman
- Pravesh Kothari
- et al.
- 2013
- JMLR
Random projections for support vector machines
- Saurabh Paul
- Christos Boutsidis
- et al.
- 2013
- JMLR
Unsupervised link selection in networks
- Quanquan Gu
- Charu Aggarwal
- et al.
- 2013
- JMLR
A parallel, block greedy method for sparse inverse covariance estimation for ultra-high dimensions
- Prabhanjan Kambadur
- Aurélie Lozano
- 2013
- JMLR